alibaba / graph-gpt
Graph Learning with Generative Pretrained Transformers
☆50Updated last month
Related projects: ⓘ
- GraphTranslator:Aligning Graph Model to Large Language Model for Open-ended Tasks☆68Updated 3 weeks ago
- ☆110Updated last year
- GraphPrompt: Unifying Pre-Training and Downstream Tasks for Graph Neural Networks☆136Updated 3 weeks ago
- Official repository of "Can Language Models Solve Graph Problems in Natural Language?". NeurIPS 2023 (Spotlight)☆101Updated last month
- GraphLLM: Boosting Graph Reasoning Ability of Large Language Model☆84Updated 9 months ago
- A framework to empover LLMs on graph reasoning and generation. Refer to our paper: https://arxiv.org/pdf/2402.08785.pdf☆63Updated last month
- [ICML2024] "LLaGA: Large Language and Graph Assistant", Runjin Chen, Tong Zhao, Ajay Jaiswal, Neil Shah, Zhangyang Wang☆60Updated 2 weeks ago
- Label-free Node Classification on Graphs with Large Language Models (LLMS)☆57Updated 9 months ago
- Official Repo of SimTeG☆31Updated 5 months ago
- ☆25Updated 11 months ago
- Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs☆231Updated 2 months ago
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆167Updated 3 months ago
- SCR: Training Graph Neural Networks with Consistency Regularization☆37Updated last year
- ☆75Updated last year
- Edgeformers: Graph-Empowered Transformers for Representation Learning on Textual-Edge Networks (ICLR 2023)☆54Updated last year
- [ICLR 2024] VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs☆72Updated 6 months ago
- Official implementation for paper "Can Graph Learning Improve Task Planning?" https://arxiv.org/abs/2405.19119☆37Updated last month
- Official implementation of paper "Efficient Tuning and Inference for Large Language Models on Textual Graphs"☆22Updated 2 months ago
- [KDD'2024] "HiGPT: Heterogenous Graph Language Models"☆100Updated 3 months ago
- ☆144Updated 5 months ago
- GLBench: A Comprehensive Benchmark for Graphs with Large Language Models☆27Updated last week
- A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.☆163Updated 4 months ago
- ☆53Updated last year
- GRENADE: Graph-Centric Language Model for Self-Supervised Representation Learning on Text-Attributed Graphs☆10Updated 5 months ago
- [KDD'2024 Survey+Tutorial] "LLM4Graph: A Survey of Large Language Models for Graphs"☆204Updated 2 weeks ago
- Benchmark☆70Updated 5 months ago
- source code of KDD 2021 paper "Pre-training on Large-Scale Heterogeneous Graph".☆22Updated 2 years ago
- This repo is for source code of KDD 2021 paper "Self-supervised Heterogeneous Graph Neural Network with Co-contrastive Learning".☆27Updated 2 years ago
- NAGphormer: A Tokenized Graph Transformer for Node Classification in Large Graphs☆106Updated 6 months ago
- ☆109Updated last year